Multiclass Event Classification from Text

Table 18

Performance measuring parameters for the RF model.

Class	Precision	Recall	F1-score	Support
1	0.94	0.93	0.94	5661
2	0.94	0.96	0.95	967
3	0.72	0.63	0.67	2115
4	0.80	0.58	0.67	878
5	0.71	0.90	0.79	10030
6	0.67	0.41	0.51	2293
7	1.00	1.00	1.00	970
8	0.93	0.80	0.86	2259
9	0.75	0.58	0.65	3044
10	0.94	0.98	0.96	1031
11	0.96	0.98	0.97	889
12	0.84	0.63	0.72	1052
Accuracy			0.80	31189
Macro avg	0.85	0.78	0.81	31189
Weighted avg	0.81	0.80	0. 80	31189